Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-02 0.174810 0.192838 0.212592 0.235961 0.263006 0.293504 0.330764
2025-03-09 0.143104 0.167134 0.195672 0.232548 0.279674 0.338931 0.420826
2025-03-16 0.124361 0.151211 0.184996 0.231642 0.296076 0.384707 0.521193
2025-03-23 0.112116 0.140641 0.178205 0.232933 0.313646 0.433779 0.638280
2025-03-30 0.099125 0.127075 0.165084 0.222650 0.311779 0.452738 0.712870
2025-04-06 0.089350 0.116625 0.154726 0.214373 0.310725 0.471628 0.791810
2025-04-13 0.081727 0.108345 0.146404 0.207753 0.310713 0.491521 0.878287
2025-04-20 0.078154 0.105451 0.145540 0.212393 0.329797 0.549028 1.063157
2025-04-27 0.075830 0.104111 0.146764 0.220384 0.355892 0.626085 1.328587
2025-05-04 0.073546 0.102583 0.147453 0.227422 0.381353 0.708718 1.655812
2025-05-11 0.071166 0.100677 0.147291 0.232841 0.404551 0.793162 2.046536
2025-05-18 0.067816 0.096974 0.143810 0.231745 0.414170 0.848398 2.384911
2025-05-25 0.063012 0.090731 0.135743 0.221521 0.403414 0.851422 2.543592
2025-06-01 0.059930 0.087110 0.131907 0.219040 0.409536 0.902085 2.951053
2025-06-08 0.057420 0.084259 0.129165 0.218365 0.419680 0.967895 3.509373
2025-06-15 0.055424 0.082123 0.127491 0.219595 0.434545 1.053638 4.302721
2025-06-22 0.052035 0.077446 0.120932 0.210113 0.421546 1.047084 4.540760
2025-06-29 0.049164 0.073510 0.115482 0.202467 0.412124 1.050367 4.866806
2025-07-06 0.046714 0.070178 0.110940 0.196345 0.405783 1.063000 5.299574
2025-07-13 0.045829 0.069497 0.111240 0.200637 0.427690 1.186461 6.956575
2025-07-20 0.045373 0.069532 0.112869 0.208023 0.459721 1.366722 9.937220
2025-07-27 0.044811 0.069341 0.114043 0.214523 0.490877 1.564298 14.475533
2025-08-03 0.044095 0.068827 0.114545 0.219522 0.518869 1.768434 21.284808